An Approach to Developing Mathematical Software of On-Board Helicopter Flight Simulator Decision Support System

Author:

Guchenko Mykola1,Shmakov Vitalii2,Yudina Anna1,Belska Vikroriya1,Cejka Jiri3,Bartuska Ladislav4

Affiliation:

1. Kremenchuk Mykhailo Ostrohradskyi National University. , Department of Computer and Information Systems , Kremenchuk , Ukraine

2. Ivan Kozhedub Kharkiv National Air Force University , Department of Flight Operation and Combat Use of Helicopters , Kharkiv , Ukraine

3. The Institute of Technology and Business in Ceske Budejovice , Department of Informatics and Natural Sciences , Okruzni 517/10, Ceske Budejovice, Czech Republic

4. The Institute of Technology and Business in Ceske Budejovice , Department of Transport and Logistics , Okruzni 517/10, Ceske Budejovice, Czech Republic

Abstract

Abstract The work explores methods and develops aids to improve a pilot flight training level using Full Flight Simulators. It examines their didactic advantages over real helicopters by implementing on-board intelligent decision support systems (IDSS). These simulation programs monitor actions of learner, find the best ways to correct errors and generate appropriate instructions. The training is carried out by reference point methods while the helicopter flight dynamics model simulates a flight and helps an instructor in parallel. Sufficiently simple and accurate model of helicopter flight dynamics was selected and tested to assess the proposed methods and aids. Our analysis introduces a functional structure of IDSS as an adaptive control system with a reference model. We further conducted a study on developing models, methods and means of automatic analysis, forecasting, optimization and correction of actions. Combining single-criteria conditional and vector optimization methods, we found out optimal flight parameters. The research findings revealed that the chosen optimization method requires too many system resources for the optimal solution to be found in a short time. The study thereby comes up with applying ANNs to solve this problem.

Publisher

Walter de Gruyter GmbH

Subject

Management of Technology and Innovation,Management Science and Operations Research,Transportation,Automotive Engineering,Civil and Structural Engineering,Business and International Management

Reference20 articles.

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2. [2] Andrienko, O. Huchenko, M. Zinchenko, V. & Zhorniak, O. (2019). Software-hardware complex of qualification evaluation of Mi-171 helicopter simulator. Technical sciences and technologies. Chernihiv. nat. technologist un-t. - Chernihiv: ChNTU 3(17), 49-54. DOI: 10.25140/2411-5363-2019-3(17)-49-54.

3. [3] Trinon, H. (2019). Immersive technologies for virtual reality - Case study: flight simulator for pilot training. HEC-Ecole de gestion de l’Universite de Liege. Master en ingenieur de gestion, а finalite specialisee en Supply Chain Management and Business Analytics. From http://hdl.handle.net/2268.2/6443

4. [4] Williams, B. (2007). Microsoft® Flight Simulator as a Training Aid: A Guide for Pilots, Instructors, and Virtual Aviators.

5. [5] Rong, J. Spaeth, T. & Valasek, J. (2005). Small Aircraft Pilot Assistant: Onboard Decision Support System for SATS Aircraft. Texas A&M University. DOI: 10.2514/6.2005-7382.

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